{
  "name": "TempCompass",
  "release_date": "2024-06-01",
  "subsets": {
    "multi_choice": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_video_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "<video>{{ question }}\nPlease directly give the best option:",
      "mapping_from_source": {
        "media": {
          "from": "video_path",
          "type": "list",
          "min_items": 1,
          "max_items": 1
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "extra": {
          "video_id": {
            "from": "video_id"
          },
          "dim": {
            "from": "dim"
          }
        },
        "source": {
          "format": "json",
          "url": {
            "train": "https://huggingface.co/datasets/lmms-lab/TempCompass"
          }
        }
      },
      "video_storage": {
        "format": "files",
        "media_root": "videos",
        "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
        "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts."
      }
    },
    "yes_no": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_video_start"
      ],
      "task_type": "vqa",
      "prompt_template": "<video>{{ question }}\nPlease answer yes or no:",
      "mapping_from_source": {
        "media": {
          "from": "video_path",
          "type": "list",
          "min_items": 1,
          "max_items": 1
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "extra": {
          "video_id": {
            "from": "video_id"
          },
          "dim": {
            "from": "dim"
          }
        },
        "source": {
          "format": "json",
          "url": {
            "train": "https://huggingface.co/datasets/lmms-lab/TempCompass"
          }
        }
      },
      "video_storage": {
        "format": "files",
        "media_root": "videos",
        "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
        "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts."
      }
    },
    "caption_matching": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_video_start"
      ],
      "task_type": "multiple_choice_vqa",
      "prompt_template": "<video>{{ question }}\nPlease directly give the best option:",
      "mapping_from_source": {
        "media": {
          "from": "video_path",
          "type": "list",
          "min_items": 1,
          "max_items": 1
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "extra": {
          "video_id": {
            "from": "video_id"
          },
          "dim": {
            "from": "dim"
          }
        },
        "source": {
          "format": "json",
          "url": {
            "train": "https://huggingface.co/datasets/lmms-lab/TempCompass"
          }
        }
      },
      "video_storage": {
        "format": "files",
        "media_root": "videos",
        "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (canonical per-subset post_prompts: multi-choice → 'Please directly give the best option:'; yes_no → 'Please answer yes or no:'; caption_matching → 'Please directly give the best option:')",
        "notes": "Tier 4: lmms-eval TempCompass canonical per-subset evaluation prompts."
      }
    },
    "captioning": {
      "language": [
        "en"
      ],
      "modalities": [
        "single_video_start"
      ],
      "task_type": "vqa",
      "prompt_template": "<video>{{ question }}",
      "mapping_from_source": {
        "media": {
          "from": "video_path",
          "type": "list",
          "min_items": 1,
          "max_items": 1
        },
        "id": {
          "from": "id"
        },
        "question": {
          "from": "question"
        },
        "answer": {
          "from": "answer",
          "optional": true
        },
        "extra": {
          "video_id": {
            "from": "video_id"
          },
          "dim": {
            "from": "dim"
          }
        },
        "source": {
          "format": "json",
          "url": {
            "train": "https://huggingface.co/datasets/lmms-lab/TempCompass"
          }
        }
      },
      "video_storage": {
        "format": "files",
        "media_root": "videos",
        "notes": "410 videos from ShutterStock, distributed via lmms-lab/TempCompass HF repo. Includes original and conflicting (reversed/concatenated) videos for temporal perception testing."
      },
      "prompt_template_source": {
        "origin": "official",
        "reference": "https://github.com/EvolvingLMMs-Lab/lmms-eval/blob/main/lmms_eval/tasks/tempcompass/_default_template_yaml (captioning task uses bare video+question)",
        "notes": "Tier 4: lmms-eval TempCompass captioning canonical prompt (no scaffold)."
      }
    }
  }
}